Risultati della ricerca - encoding (algorithm OR (algorithmics OR Algorithmssssssics))

MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training di Li, Chengyin, Zhu, Hui, Sultan, Rafi Ibn, Ebadian, Hassan Bagher, Khanduri, Prashant, Indrin, Chetty, Thind, Kundan, Zhu, Dongxiao

Sommario: “... and Magnetic Resonance (MR) images. This heterogeneity challenges automatic segmentation algorithms to maintain...”
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A PyTorch-Enabled Tool for Synthetic Event Camera Data Generation and Algorithm Development di Greene, Joseph L., Kar, Adrish, Galindo, Ignacio, Quiles, Elijah, Chen, Elliott, Anderson, Matthew

Sommario: “...Event, or neuromorphic cameras, offer a novel encoding of natural scenes by asynchronously...”
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Image Coding for Machines via Feature-Preserving Rate-Distortion Optimization di Fernández-Menduiña, Samuel, Pavez, Eduardo, Ortega, Antonio

Sommario: “...Many images and videos are primarily processed by computer vision algorithms, involving only...”
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ProteoKnight: Convolution-based phage virion protein classification and uncertainty analysis di Neha, Samiha Afaf, Bhuiyan, Abir Ahammed, Khan, Md. Ishrak

Sommario: “... sequencing. However, effective annotation requires specialized sequence encodings. Our paper introduces...”
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AI/ML based Joint Source and Channel Coding for HARQ-ACK Payload di Doshi, Akash, Sen, Pinar, Ivanov, Kirill, Yang, Wei, Namgoong, June, Wang, Runxin, Wang, Rachel, Yoo, Taesang, Jiang, Jing, Ji, Tingfang

Sommario: “..., we learn a transformer-based encoder using a novel "free-lunch" training algorithm and propose per...”
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Global Low-Rank, Local Full-Rank: The Holographic Encoding of Learned Algorithms di Xu, Yongzhong

Sommario: “.... These results show that learned algorithms are encoded through dynamically coordinated updates spanning all...”
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LogFold: Compressing Logs with Structured Tokens and Hybrid Encoding di Shan, Shiwen, Huo, Yintong, Zhong, Hongzhan, Wang, Zhining, Su, Yuxin, Zheng, Zibin

Sommario: “... algorithms, but they offer suboptimal performance because of (1) overlooking redundancies within certain...”
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Posterior Matching over Binary-Input Memoryless Symmetric Channels: Non-Asymptotic Bounds and Low-Complexity Encoding di Yavas, Recep Can

Sommario: “... increments, drawing on tools from renewal theory. On the algorithmic side, we propose a low-complexity...”
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Simulation of Non-Hermitian Hamiltonians with Bivariate Quantum Signal Processing di Courtney, Joshua M.

Sommario: “... processing (QSP) with non-commuting signal operators. The algorithm encodes the interaction-picture Dyson...”
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Q-PhotoNAS: Hybrid Quantum Neural Architecture Search Framework on Photonic Devices di Elnakhal, Farah, Marchisio, Alberto, Innan, Nouhaila, Falcao, Gabriel, Shafique, Muhammad

Sommario: “...-classical models that combines genetic algorithm-based search with learnable quantum phase encoding...”
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Omnidirectional Angular‐Multiplexed Meta‐Holography via Arbitrary Spatial Rays di Chao Xu, Yangyang Shi, Shuai Wan, Zirui Zhao, Zejing Wang, Guozhen Liang, Zile Li, Yongquan Zeng, Zhongyang Li

Sommario: “... and remains a critical challenge due to the absence of effective phase encoding and fusing mechanisms. Here...”
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Take an Emotion Walk: Perceiving Emotions from Gaits Using Hierarchical Attention Pooling and Affective Mapping di Bhattacharya, Uttaran, Roncal, Christian, Mittal, Trisha, Chandra, Rohan, Kapsaskis, Kyra, Gray, Kurt, Bera, Aniket, Manocha, Dinesh

Sommario: “... hierarchically pool these joint motions in a bottom-up manner in the encoder, following the kinematic chains...”
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Commutative Evolution Laws in Holographic Cellular Automata: AdS/CFT, Near-Extremal D3-Branes, and a Deep Learning Approach di Go, Hyunju

Sommario: “..., assuming commutativity as a fundamental principle--much like general covariance once did--for encoding...”
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Reinforcement Learning for Multi-Truck Vehicle Routing Problems di Levin, Joshua, Correll, Randall, Ide, Takanori, Suzuki, Takafumi, Takaho, Saito, Arai, Alan

Sommario: “... to some vehicle routing problems (VRPs), especially when using policies generated by encoder-decoder...”
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The cost of solving linear differential equations on a quantum computer: fast-forwarding to explicit resource counts di Jennings, David, Lostaglio, Matteo, Lowrie, Robert B., Pallister, Sam, Sornborger, Andrew T.

Sommario: “... in developing quantum algorithms to efficiently simulate dynamics beyond Hamiltonian simulation, but so far...”
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REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models di Zhang, Ruisi, Hussain, Shehzeen Samarah, Neekhara, Paarth, Koushanfar, Farinaz

Sommario: “... the challenges, REMARK-LLM proposes three new components: (i) a learning-based message encoding module to infuse...”
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Analog information decoding of bosonic quantum LDPC codes di Berent, Lucas, Hillmann, Timo, Eisert, Jens, Wille, Robert, Roffe, Joschka

Sommario: “.... Traditional discrete-variable quantum codes that use multiple two-level systems to encode logical information...”
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Hückel Molecular Orbital Theory on a Quantum Computer: A Scalable System-Agnostic Variational Implementation with Compact Encoding di Singh, Harshdeep, Majumder, Sonjoy, Mishra, Sabyashachi

Sommario: “... quantum computer is reported here based on a variational quantum deflation (VQD) algorithm for excited...”
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JMA: a General Algorithm to Craft Nearly Optimal Targeted Adversarial Example di Tondi, Benedetta, Guo, Wei, Pancino, Niccolò, Barni, Mauro

Sommario: “... implicitly focusing on one-hot encoding settings. In this paper, a more general, theoretically sound...”
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Deep Reinforcement Learning for Multi-Truck Vehicle Routing Problems with Multi-Leg Demand Routes di Levin, Joshua, Correll, Randall, Ide, Takanori, Suzuki, Takafumi, Saito, Takaho, Arai, Alan

Sommario: “... to some vehicle routing problems (VRPs), especially when using policies generated by encoder-decoder...”
Testo